Qwen3.5-4B fine-tuned into decision model with Unsloth QLoRA

A Reddit user reports Krea 2 produces very little variation between generations, while Qwen 2.1 yields much more diverse results. They ask how to increase variation from Krea 2.

A four-board BC-250 ex-mining cluster linked by 2.5GbE runs two instances of Qwen 3.6 35B A3B IQ4 at ~145 tok/s with 256k context, or Next Flash IQ3_XXS at ~70 tok/s with 100k context.

Filip Makraduli of Superlinked built a workflow where a scanned NDA becomes a redacted Markdown document before a coding agent reads it, using an Obsidian vault, an MCP integration, and Superlinked's inference engine. Small open models handle document processing on infrastructure the team controls.

Interview covers the seven-month effort to build Muse, described as the fastest-growing AI product since ChatGPT, and why Meta chose personal AI agents over coding. Wang, Meta's chief AI officer and Scale AI co-founder, discusses how Mark Zuckerberg and Nat Friedman shaped the product and how Zuckerberg recruited him.

The SDK release bundles Qwen Code CLI version 0.25.1, built from the same branch/ref as the SDK. It follows the prior SDK release that bundled CLI 0.25.0.

Podcast interview with Tibo Sottiaux, Head of ChatGPT & Codex, on OpenAI's culture of autonomy — including a story of shipping a change in 30 minutes that everyone assumed 17 people had reviewed, and taking production down on his third day.

Qwen Code v0.25.1 ships with no known breaking changes. The release restores the selected text-only connection and validated session or workspace route after Android Activity recreation, while keeping explicit retry screens after failures.